activity
20232026
most citedSDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection

4 citations · 4 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2026

FlexiAvatar: Unified 3D Gaussian Human Avatars Under Arbitrary Body Visibility

Yihalem Yimolal Tiruneh, Muhammad Salman Ali, Uyoung Jeong +5

Reconstructing animatable 3D human avatars from monocular video is a fundamental problem in computer vision with broad applications in AR/VR and digital content creation. Existing…

cs.CV2026

THOM: Generating Physically Plausible Hand-Object Meshes From Text

Uyoung Jeong, Yihalem Yimolal Tiruneh, Hyung Jin Chang +2

Generating photorealistic 3D hand-object interactions (HOIs) from text is important for applications like robotic grasping and AR/VR content creation. In practice, however, achievi…

cs.CV2026

HandVQA: Diagnosing and Improving Fine-Grained Spatial Reasoning about Hands in Vision-Language Models

MD Khalequzzaman Chowdhury Sayem, Mubarrat Tajoar Chowdhury, Yihalem Yimolal Tiruneh +4

Understanding the fine-grained articulation of human hands is critical in high-stakes settings such as robot-assisted surgery, chip manufacturing, and AR/VR-based human-AI interact…

cs.CV2025

QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects

Elkhan Ismayilzada, MD Khalequzzaman Chowdhury Sayem, Yihalem Yimolal Tiruneh +3

Significant advancements have been achieved in the realm of understanding poses and interactions of two hands manipulating an object. The emergence of augmented reality (AR) and vi…

cs.CV2024★ 4 cited

SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection

Junsu Kim, Hoseong Cho, Jihyeon Kim +2

In the field of class incremental learning (CIL), generative replay has become increasingly prominent as a method to mitigate the catastrophic forgetting, alongside the continuous…

cs.CV2023

Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy

Junsu Kim, Sumin Hong, Chanwoo Kim +6

Class incremental learning aims to solve a problem that arises when continuously adding unseen class instances to an existing model This approach has been extensively studied in th…